Dataset statistics
| Number of variables | 31 |
|---|---|
| Number of observations | 10425 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 2.5 MiB |
| Average record size in memory | 256.0 B |
Variable types
| Numeric | 30 |
|---|---|
| Categorical | 1 |
Time is highly overall correlated with V12 and 1 other fields | High correlation |
V12 is highly overall correlated with Time | High correlation |
V14 is highly overall correlated with Time | High correlation |
V21 is highly overall correlated with V22 | High correlation |
V22 is highly overall correlated with V21 | High correlation |
Class is highly imbalanced (96.2%) | Imbalance |
Amount has 109 (1.0%) zeros | Zeros |
Reproduction
| Analysis started | 2023-12-19 17:07:05.860462 |
|---|---|
| Analysis finished | 2023-12-19 17:10:17.688985 |
| Duration | 3 minutes and 11.83 seconds |
| Software version | ydata-profiling vv4.6.3 |
| Download configuration | config.json |
Time
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 7629 |
|---|---|
| Distinct (%) | 73.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10098.995 |
| Minimum | 0 |
|---|---|
| Maximum | 24759 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 162.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 525.6 |
| Q1 | 2974 |
| median | 9040 |
| Q3 | 16979 |
| 95-th percentile | 23288.8 |
| Maximum | 24759 |
| Range | 24759 |
| Interquartile range (IQR) | 14005 |
Descriptive statistics
| Standard deviation | 7732.9665 |
|---|---|
| Coefficient of variation (CV) | 0.76571642 |
| Kurtosis | -1.2094938 |
| Mean | 10098.995 |
| Median Absolute Deviation (MAD) | 6341 |
| Skewness | 0.40000208 |
| Sum | 1.0528202 × 108 |
| Variance | 59798770 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3767 | 17 | 0.2% |
| 3766 | 16 | 0.2% |
| 3749 | 15 | 0.1% |
| 3760 | 15 | 0.1% |
| 3750 | 15 | 0.1% |
| 19912 | 14 | 0.1% |
| 3755 | 14 | 0.1% |
| 3756 | 14 | 0.1% |
| 3747 | 13 | 0.1% |
| 3763 | 12 | 0.1% |
| Other values (7619) | 10280 |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| 2 | 2 | |
| 4 | 1 | < 0.1% |
| 7 | 2 | |
| 9 | 1 | < 0.1% |
| 10 | 3 | |
| 11 | 1 | < 0.1% |
| 12 | 1 | < 0.1% |
| 13 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 24759 | 2 | |
| 24756 | 1 | |
| 24754 | 1 | |
| 24753 | 1 | |
| 24750 | 1 | |
| 24749 | 1 | |
| 24743 | 1 | |
| 24740 | 1 | |
| 24732 | 1 | |
| 24731 | 1 |
V1
Real number (ℝ)
| Distinct | 10160 |
|---|---|
| Distinct (%) | 97.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.22531515 |
| Minimum | -27.670569 |
|---|---|
| Maximum | 1.9604966 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 5684 |
| Negative (%) | 54.5% |
| Memory size | 162.9 KiB |
Quantile statistics
| Minimum | -27.670569 |
|---|---|
| 5-th percentile | -2.7570494 |
| Q1 | -0.96877886 |
| median | -0.31853009 |
| Q3 | 1.1627684 |
| 95-th percentile | 1.331889 |
| Maximum | 1.9604966 |
| Range | 29.631065 |
| Interquartile range (IQR) | 2.1315473 |
Descriptive statistics
| Standard deviation | 1.6944768 |
|---|---|
| Coefficient of variation (CV) | -7.5204742 |
| Kurtosis | 22.212171 |
| Mean | -0.22531515 |
| Median Absolute Deviation (MAD) | 1.3197875 |
| Skewness | -2.9719284 |
| Sum | -2348.9104 |
| Variance | 2.8712516 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.30252069 | 28 | 0.3% |
| 0.8986142746 | 20 | 0.2% |
| 1.284474754 | 20 | 0.2% |
| 1.012594684 | 16 | 0.2% |
| 1.109984574 | 14 | 0.1% |
| 0.8792953968 | 8 | 0.1% |
| 1.30204334 | 6 | 0.1% |
| 1.090665696 | 6 | 0.1% |
| 1.012633321 | 6 | 0.1% |
| 1.257513327 | 6 | 0.1% |
| Other values (10150) | 10295 |
| Value | Count | Frequency (%) |
| -27.67056888 | 1 | |
| -23.06684166 | 1 | |
| -17.46771001 | 1 | |
| -16.91746827 | 1 | |
| -16.36792301 | 1 | |
| -16.35863885 | 1 | |
| -15.81917872 | 1 | |
| -15.69480472 | 1 | |
| -15.39884501 | 1 | |
| -15.27136186 | 1 |
| Value | Count | Frequency (%) |
| 1.960496567 | 1 | |
| 1.685313815 | 1 | |
| 1.616392389 | 1 | |
| 1.605329486 | 1 | |
| 1.592270211 | 1 | |
| 1.586092522 | 1 | |
| 1.573517868 | 1 | |
| 1.571566609 | 1 | |
| 1.553492342 | 1 | |
| 1.550736493 | 1 |
V2
Real number (ℝ)
| Distinct | 10160 |
|---|---|
| Distinct (%) | 97.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.28849257 |
| Minimum | -34.607649 |
|---|---|
| Maximum | 10.114816 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 3976 |
| Negative (%) | 38.1% |
| Memory size | 162.9 KiB |
Quantile statistics
| Minimum | -34.607649 |
|---|---|
| 5-th percentile | -1.3185558 |
| Q1 | -0.28416139 |
| median | 0.25423958 |
| Q3 | 0.88752482 |
| 95-th percentile | 1.9444727 |
| Maximum | 10.114816 |
| Range | 44.722464 |
| Interquartile range (IQR) | 1.1716862 |
Descriptive statistics
| Standard deviation | 1.3629874 |
|---|---|
| Coefficient of variation (CV) | 4.7245147 |
| Kurtosis | 64.768924 |
| Mean | 0.28849257 |
| Median Absolute Deviation (MAD) | 0.58268081 |
| Skewness | -2.4314719 |
| Sum | 3007.5351 |
| Variance | 1.8577347 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.4474736062 | 28 | 0.3% |
| 0.03389619282 | 20 | 0.2% |
| -0.5285973831 | 20 | 0.2% |
| 0.1854111028 | 16 | 0.2% |
| 0.3680321465 | 14 | 0.1% |
| 0.0019729342 | 8 | 0.1% |
| -0.2615025416 | 6 | 0.1% |
| 0.3361088879 | 6 | 0.1% |
| 0.1854749494 | 6 | 0.1% |
| -0.3350856527 | 6 | 0.1% |
| Other values (10150) | 10295 |
| Value | Count | Frequency (%) |
| -34.60764864 | 1 | |
| -25.64052693 | 1 | |
| -13.44968402 | 1 | |
| -12.11421274 | 1 | |
| -12.06033872 | 1 | |
| -11.94389198 | 1 | |
| -11.79855865 | 1 | |
| -11.02885837 | 1 | |
| -9.916181536 | 1 | |
| -9.612726202 | 1 |
| Value | Count | Frequency (%) |
| 10.11481572 | 1 | |
| 9.669900173 | 1 | |
| 9.223691949 | 1 | |
| 9.133348064 | 1 | |
| 9.092122886 | 1 | |
| 9.067613427 | 1 | |
| 8.919984185 | 1 | |
| 8.835397642 | 1 | |
| 8.775997153 | 1 | |
| 8.684639789 | 1 |
V3
Real number (ℝ)
| Distinct | 10160 |
|---|---|
| Distinct (%) | 97.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.85199329 |
| Minimum | -24.202142 |
|---|---|
| Maximum | 4.1017162 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1495 |
| Negative (%) | 14.3% |
| Memory size | 162.9 KiB |
Quantile statistics
| Minimum | -24.202142 |
|---|---|
| 5-th percentile | -0.94157639 |
| Q1 | 0.41140242 |
| median | 0.96201272 |
| Q3 | 1.6107659 |
| 95-th percentile | 2.554548 |
| Maximum | 4.1017162 |
| Range | 28.303858 |
| Interquartile range (IQR) | 1.1993635 |
Descriptive statistics
| Standard deviation | 1.5361654 |
|---|---|
| Coefficient of variation (CV) | 1.8030252 |
| Kurtosis | 61.744761 |
| Mean | 0.85199329 |
| Median Absolute Deviation (MAD) | 0.59788208 |
| Skewness | -5.6247686 |
| Sum | 8882.03 |
| Variance | 2.3598041 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.4957574879 | 28 | 0.3% |
| -0.0832970051 | 20 | 0.2% |
| -0.5519523239 | 20 | 0.2% |
| 1.857002444 | 16 | 0.2% |
| -0.06140746339 | 14 | 0.1% |
| -0.09451009891 | 8 | 0.1% |
| -0.7227563815 | 6 | 0.1% |
| -0.0726205572 | 6 | 0.1% |
| 1.85702487 | 6 | 0.1% |
| -0.7486025627 | 6 | 0.1% |
| Other values (10150) | 10295 |
| Value | Count | Frequency (%) |
| -24.20214223 | 1 | |
| -23.73644341 | 1 | |
| -23.27063052 | 1 | |
| -22.80468646 | 1 | |
| -22.33859051 | 1 | |
| -21.40583574 | 1 | |
| -19.02691234 | 1 | |
| -17.71263237 | 1 | |
| -16.58707294 | 1 | |
| -16.43257711 | 1 |
| Value | Count | Frequency (%) |
| 4.101716178 | 1 | |
| 4.079167812 | 1 | |
| 4.029428319 | 1 | |
| 4.017561418 | 1 | |
| 3.945275899 | 1 | |
| 3.940337447 | 1 | |
| 3.934997816 | 1 | |
| 3.920274898 | 1 | |
| 3.90655802 | 1 | |
| 3.874251347 | 1 |
V4
Real number (ℝ)
| Distinct | 10160 |
|---|---|
| Distinct (%) | 97.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3000088 |
| Minimum | -4.657545 |
|---|---|
| Maximum | 11.927512 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 4330 |
| Negative (%) | 41.5% |
| Memory size | 162.9 KiB |
Quantile statistics
| Minimum | -4.657545 |
|---|---|
| 5-th percentile | -2.0700102 |
| Q1 | -0.62889526 |
| median | 0.21791062 |
| Q3 | 1.1997874 |
| 95-th percentile | 2.8464468 |
| Maximum | 11.927512 |
| Range | 16.585057 |
| Interquartile range (IQR) | 1.8286826 |
Descriptive statistics
| Standard deviation | 1.502112 |
|---|---|
| Coefficient of variation (CV) | 5.0068931 |
| Kurtosis | 4.0329672 |
| Mean | 0.3000088 |
| Median Absolute Deviation (MAD) | 0.90943047 |
| Skewness | 0.77081416 |
| Sum | 3127.5917 |
| Variance | 2.2563405 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -3.214799282 | 28 | 0.3% |
| 1.256326169 | 20 | 0.2% |
| -1.692216951 | 20 | 0.2% |
| 2.625675359 | 16 | 0.2% |
| 1.376844397 | 14 | 0.1% |
| 1.264449245 | 8 | 0.1% |
| -0.8537282566 | 6 | 0.1% |
| 1.384967473 | 6 | 0.1% |
| 2.625659113 | 6 | 0.1% |
| -0.8350045662 | 6 | 0.1% |
| Other values (10150) | 10295 |
| Value | Count | Frequency (%) |
| -4.657545034 | 1 | |
| -4.573540467 | 1 | |
| -4.515824355 | 1 | |
| -4.449606341 | 1 | |
| -4.43421128 | 1 | |
| -4.283314915 | 1 | |
| -4.014689911 | 1 | |
| -3.97698878 | 1 | |
| -3.782073238 | 1 | |
| -3.774039106 | 1 |
| Value | Count | Frequency (%) |
| 11.92751187 | 1 | |
| 11.88531289 | 1 | |
| 11.86486808 | 1 | |
| 11.84477659 | 1 | |
| 11.82499023 | 1 | |
| 11.80546921 | 1 | |
| 11.27035233 | 1 | |
| 11.16552584 | 1 | |
| 10.46302042 | 1 | |
| 10.34322806 | 1 |
V5
Real number (ℝ)
| Distinct | 10160 |
|---|---|
| Distinct (%) | 97.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.12000828 |
| Minimum | -32.092129 |
|---|---|
| Maximum | 34.099309 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 6215 |
| Negative (%) | 59.6% |
| Memory size | 162.9 KiB |
Quantile statistics
| Minimum | -32.092129 |
|---|---|
| 5-th percentile | -1.5456168 |
| Q1 | -0.71579627 |
| median | -0.18858434 |
| Q3 | 0.34529931 |
| 95-th percentile | 1.8612766 |
| Maximum | 34.099309 |
| Range | 66.191438 |
| Interquartile range (IQR) | 1.0610956 |
Descriptive statistics
| Standard deviation | 1.2572949 |
|---|---|
| Coefficient of variation (CV) | -10.476735 |
| Kurtosis | 101.88162 |
| Mean | -0.12000828 |
| Median Absolute Deviation (MAD) | 0.53028744 |
| Skewness | 0.10931249 |
| Sum | -1251.0863 |
| Variance | 1.5807904 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.705041053 | 28 | 0.3% |
| 0.5540913478 | 20 | 0.2% |
| 1.390419382 | 20 | 0.2% |
| -0.8136860245 | 16 | 0.2% |
| 0.07043737921 | 14 | 0.1% |
| 0.544228882 | 8 | 0.1% |
| 1.700463346 | 6 | 0.1% |
| 0.06057491341 | 6 | 0.1% |
| -0.8136662996 | 6 | 0.1% |
| 1.677730363 | 6 | 0.1% |
| Other values (10150) | 10295 |
| Value | Count | Frequency (%) |
| -32.092129 | 1 | |
| -10.42019898 | 1 | |
| -10.3289879 | 1 | |
| -10.27474924 | 1 | |
| -10.19804581 | 1 | |
| -9.897807157 | 1 | |
| -9.830548229 | 1 | |
| -9.790823431 | 1 | |
| -9.74943959 | 1 | |
| -9.466756434 | 1 |
| Value | Count | Frequency (%) |
| 34.09930934 | 1 | |
| 11.97426887 | 1 | |
| 8.869680489 | 1 | |
| 8.489768552 | 1 | |
| 8.393067861 | 1 | |
| 8.158151076 | 1 | |
| 8.132340521 | 1 | |
| 8.106762197 | 1 | |
| 7.672543966 | 1 | |
| 7.150194268 | 1 |
V6
Real number (ℝ)
| Distinct | 10160 |
|---|---|
| Distinct (%) | 97.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.14134536 |
| Minimum | -23.496714 |
|---|---|
| Maximum | 21.393069 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 5887 |
| Negative (%) | 56.5% |
| Memory size | 162.9 KiB |
Quantile statistics
| Minimum | -23.496714 |
|---|---|
| 5-th percentile | -1.2506666 |
| Q1 | -0.61403193 |
| median | -0.13525672 |
| Q3 | 0.52118019 |
| 95-th percentile | 3.2732413 |
| Maximum | 21.393069 |
| Range | 44.889783 |
| Interquartile range (IQR) | 1.1352121 |
Descriptive statistics
| Standard deviation | 1.3151509 |
|---|---|
| Coefficient of variation (CV) | 9.3045215 |
| Kurtosis | 19.11428 |
| Mean | 0.14134536 |
| Median Absolute Deviation (MAD) | 0.54627708 |
| Skewness | 1.0483302 |
| Sum | 1473.5253 |
| Variance | 1.7296219 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.762439585 | 28 | 0.3% |
| 0.7023423327 | 20 | 0.2% |
| 3.487250802 | 20 | 0.2% |
| 0.7411976888 | 16 | 0.2% |
| -1.100572945 | 14 | 0.1% |
| 0.7059410018 | 8 | 0.1% |
| 3.426329301 | 6 | 0.1% |
| -1.096974276 | 6 | 0.1% |
| 0.7411904915 | 6 | 0.1% |
| 3.434624233 | 6 | 0.1% |
| Other values (10150) | 10295 |
| Value | Count | Frequency (%) |
| -23.49671393 | 1 | |
| -7.574798166 | 1 | |
| -6.008566854 | 1 | |
| -5.841812707 | 1 | |
| -5.698519198 | 1 | |
| -5.500163214 | 1 | |
| -5.008147158 | 1 | |
| -4.98300349 | 1 | |
| -4.445610382 | 1 | |
| -4.174304981 | 1 |
| Value | Count | Frequency (%) |
| 21.39306876 | 1 | |
| 10.03392286 | 1 | |
| 7.074413676 | 1 | |
| 6.908958996 | 1 | |
| 6.869369611 | 1 | |
| 6.86668778 | 1 | |
| 6.456410462 | 1 | |
| 6.322360846 | 1 | |
| 6.312789114 | 1 | |
| 5.811644948 | 1 |
V7
Real number (ℝ)
| Distinct | 10160 |
|---|---|
| Distinct (%) | 97.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.15272659 |
| Minimum | -26.548144 |
|---|---|
| Maximum | 34.303177 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 5864 |
| Negative (%) | 56.2% |
| Memory size | 162.9 KiB |
Quantile statistics
| Minimum | -26.548144 |
|---|---|
| 5-th percentile | -1.2976521 |
| Q1 | -0.61383784 |
| median | -0.11568285 |
| Q3 | 0.42069152 |
| 95-th percentile | 1.1049164 |
| Maximum | 34.303177 |
| Range | 60.851321 |
| Interquartile range (IQR) | 1.0345294 |
Descriptive statistics
| Standard deviation | 1.2345473 |
|---|---|
| Coefficient of variation (CV) | -8.0833815 |
| Kurtosis | 127.31495 |
| Mean | -0.15272659 |
| Median Absolute Deviation (MAD) | 0.51666789 |
| Skewness | -2.9107482 |
| Sum | -1592.1747 |
| Variance | 1.524107 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.5938465551 | 28 | 0.3% |
| 0.1556682316 | 20 | 0.2% |
| -1.223488842 | 20 | 0.2% |
| -1.050509509 | 16 | 0.2% |
| 0.6103973431 | 14 | 0.1% |
| 0.1689380404 | 8 | 0.1% |
| -1.013725785 | 6 | 0.1% |
| 0.6236671518 | 6 | 0.1% |
| -1.050536049 | 6 | 0.1% |
| -0.983138876 | 6 | 0.1% |
| Other values (10150) | 10295 |
| Value | Count | Frequency (%) |
| -26.54814377 | 1 | |
| -21.92281103 | 1 | |
| -17.656788 | 1 | |
| -17.29065667 | 1 | |
| -16.92515204 | 1 | |
| -16.56036811 | 1 | |
| -16.53580681 | 1 | |
| -16.19641866 | 1 | |
| -15.6003233 | 1 | |
| -15.47161228 | 1 |
| Value | Count | Frequency (%) |
| 34.30317686 | 1 | |
| 10.78408765 | 1 | |
| 8.571717472 | 1 | |
| 8.071854776 | 1 | |
| 7.887490429 | 1 | |
| 6.359748751 | 1 | |
| 5.431270921 | 1 | |
| 5.400285574 | 1 | |
| 5.384272345 | 1 | |
| 5.373923228 | 1 |
V8
Real number (ℝ)
| Distinct | 10160 |
|---|---|
| Distinct (%) | 97.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.015718215 |
| Minimum | -23.632502 |
|---|---|
| Maximum | 10.535558 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 4937 |
| Negative (%) | 47.4% |
| Memory size | 162.9 KiB |
Quantile statistics
| Minimum | -23.632502 |
|---|---|
| 5-th percentile | -0.89970012 |
| Q1 | -0.17872725 |
| median | 0.019633684 |
| Q3 | 0.27433436 |
| 95-th percentile | 0.95223996 |
| Maximum | 10.535558 |
| Range | 34.16806 |
| Interquartile range (IQR) | 0.4530616 |
Descriptive statistics
| Standard deviation | 1.2615797 |
|---|---|
| Coefficient of variation (CV) | -80.262272 |
| Kurtosis | 129.61601 |
| Mean | -0.015718215 |
| Median Absolute Deviation (MAD) | 0.21914434 |
| Skewness | -7.9753593 |
| Sum | -163.8624 |
| Variance | 1.5915833 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.5564510255 | 28 | 0.3% |
| 0.1963597357 | 20 | 0.2% |
| 0.8757863762 | 20 | 0.2% |
| 0.4114487108 | 16 | 0.2% |
| -0.4872009722 | 14 | 0.1% |
| 0.1937641969 | 8 | 0.1% |
| 0.7939703729 | 6 | 0.1% |
| -0.489796511 | 6 | 0.1% |
| 0.4114539019 | 6 | 0.1% |
| 0.787987656 | 6 | 0.1% |
| Other values (10150) | 10295 |
| Value | Count | Frequency (%) |
| -23.6325024 | 1 | |
| -23.46459462 | 1 | |
| -23.24971822 | 1 | |
| -23.17963967 | 1 | |
| -22.85505093 | 1 | |
| -22.60571052 | 1 | |
| -22.58854677 | 1 | |
| -22.15906273 | 1 | |
| -21.7254415 | 1 | |
| -21.28396073 | 1 |
| Value | Count | Frequency (%) |
| 10.53555784 | 1 | |
| 10.12438664 | 1 | |
| 8.860266155 | 1 | |
| 8.675685369 | 1 | |
| 8.564943016 | 1 | |
| 8.438878138 | 1 | |
| 8.2460289 | 1 | |
| 8.143380647 | 1 | |
| 7.721780403 | 1 | |
| 7.414638469 | 1 |
V9
Real number (ℝ)
| Distinct | 10160 |
|---|---|
| Distinct (%) | 97.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.98752187 |
| Minimum | -7.1750966 |
|---|---|
| Maximum | 10.392889 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1922 |
| Negative (%) | 18.4% |
| Memory size | 162.9 KiB |
Quantile statistics
| Minimum | -7.1750966 |
|---|---|
| 5-th percentile | -0.80499768 |
| Q1 | 0.28219319 |
| median | 0.96858564 |
| Q3 | 1.6443689 |
| 95-th percentile | 3.01733 |
| Maximum | 10.392889 |
| Range | 17.567985 |
| Interquartile range (IQR) | 1.3621757 |
Descriptive statistics
| Standard deviation | 1.2126634 |
|---|---|
| Coefficient of variation (CV) | 1.2279864 |
| Kurtosis | 4.0337573 |
| Mean | 0.98752187 |
| Median Absolute Deviation (MAD) | 0.68123054 |
| Skewness | 0.15077645 |
| Sum | 10294.915 |
| Variance | 1.4705526 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.6977195955 | 28 | 0.3% |
| 1.160758531 | 20 | 0.2% |
| 2.95498237 | 20 | 0.2% |
| 1.07822938 | 16 | 0.2% |
| 0.9205892694 | 14 | 0.1% |
| 1.159580669 | 8 | 0.1% |
| 1.596135576 | 6 | 0.1% |
| 0.9194114079 | 6 | 0.1% |
| 1.078231736 | 6 | 0.1% |
| 1.593420605 | 6 | 0.1% |
| Other values (10150) | 10295 |
| Value | Count | Frequency (%) |
| -7.175096615 | 1 | |
| -6.8152729 | 1 | |
| -6.380124898 | 1 | |
| -6.333685156 | 1 | |
| -6.329800846 | 1 | |
| -6.310658433 | 1 | |
| -6.287735948 | 1 | |
| -6.272790468 | 1 | |
| -6.264903488 | 1 | |
| -6.242149309 | 1 |
| Value | Count | Frequency (%) |
| 10.39288882 | 1 | |
| 10.37065798 | 1 | |
| 10.3484067 | 1 | |
| 10.32613305 | 1 | |
| 7.730700798 | 1 | |
| 7.496576798 | 1 | |
| 7.011563059 | 1 | |
| 6.819787138 | 1 | |
| 6.450991507 | 1 | |
| 6.330222099 | 1 |
V10
Real number (ℝ)
| Distinct | 10160 |
|---|---|
| Distinct (%) | 97.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.33638718 |
| Minimum | -14.166795 |
|---|---|
| Maximum | 12.259949 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 7335 |
| Negative (%) | 70.4% |
| Memory size | 162.9 KiB |
Quantile statistics
| Minimum | -14.166795 |
|---|---|
| 5-th percentile | -1.6615178 |
| Q1 | -0.79018498 |
| median | -0.38211541 |
| Q3 | 0.11812416 |
| 95-th percentile | 1.1032308 |
| Maximum | 12.259949 |
| Range | 26.426744 |
| Interquartile range (IQR) | 0.90830915 |
Descriptive statistics
| Standard deviation | 1.2245013 |
|---|---|
| Coefficient of variation (CV) | -3.6401544 |
| Kurtosis | 34.921875 |
| Mean | -0.33638718 |
| Median Absolute Deviation (MAD) | 0.46084739 |
| Skewness | -0.86067545 |
| Sum | -3506.8363 |
| Variance | 1.4994034 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -1.090180906 | 28 | 0.3% |
| -0.5182587848 | 20 | 0.2% |
| -1.398573914 | 20 | 0.2% |
| 0.4107441876 | 16 | 0.2% |
| -0.3808835352 | 14 | 0.1% |
| -0.5229164241 | 8 | 0.1% |
| -0.4613950441 | 6 | 0.1% |
| -0.3855411746 | 6 | 0.1% |
| 0.4107535029 | 6 | 0.1% |
| -0.4721309028 | 6 | 0.1% |
| Other values (10150) | 10295 |
| Value | Count | Frequency (%) |
| -14.16679466 | 1 | |
| -13.67054513 | 1 | |
| -13.34827765 | 1 | |
| -13.19341507 | 1 | |
| -13.17519808 | 1 | |
| -13.13669837 | 1 | |
| -13.08889092 | 1 | |
| -13.0027093 | 1 | |
| -12.93892931 | 1 | |
| -12.91663611 | 1 |
| Value | Count | Frequency (%) |
| 12.25994935 | 1 | |
| 12.17440008 | 1 | |
| 12.08882619 | 1 | |
| 12.00322537 | 1 | |
| 11.90686815 | 1 | |
| 9.759894195 | 1 | |
| 8.82175647 | 1 | |
| 8.033440299 | 1 | |
| 7.979490641 | 1 | |
| 7.895718851 | 1 |
V11
Real number (ℝ)
| Distinct | 10160 |
|---|---|
| Distinct (%) | 97.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.86675593 |
| Minimum | -2.595325 |
|---|---|
| Maximum | 12.018913 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 2415 |
| Negative (%) | 23.2% |
| Memory size | 162.9 KiB |
Quantile statistics
| Minimum | -2.595325 |
|---|---|
| 5-th percentile | -0.93588271 |
| Q1 | 0.063361186 |
| median | 0.80265388 |
| Q3 | 1.6696718 |
| 95-th percentile | 2.5714955 |
| Maximum | 12.018913 |
| Range | 14.614238 |
| Interquartile range (IQR) | 1.6063106 |
Descriptive statistics
| Standard deviation | 1.1980896 |
|---|---|
| Coefficient of variation (CV) | 1.3822687 |
| Kurtosis | 9.2513992 |
| Mean | 0.86675593 |
| Median Absolute Deviation (MAD) | 0.80368807 |
| Skewness | 1.2946891 |
| Sum | 9035.9306 |
| Variance | 1.4354187 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.1110879642 | 28 | 0.3% |
| 1.606341951 | 20 | 0.2% |
| 0.7562874684 | 20 | 0.2% |
| 2.237912364 | 16 | 0.2% |
| 0.6677809452 | 14 | 0.1% |
| 1.606485223 | 8 | 0.1% |
| 0.877489359 | 6 | 0.1% |
| 0.6679242167 | 6 | 0.1% |
| 2.237912077 | 6 | 0.1% |
| 0.8778195997 | 6 | 0.1% |
| Other values (10150) | 10295 |
| Value | Count | Frequency (%) |
| -2.595325047 | 1 | |
| -2.498729331 | 1 | |
| -2.490789178 | 1 | |
| -2.478855646 | 1 | |
| -2.472735276 | 1 | |
| -2.471915791 | 1 | |
| -2.449773771 | 1 | |
| -2.437157248 | 1 | |
| -2.37237138 | 1 | |
| -2.345934128 | 1 |
| Value | Count | Frequency (%) |
| 12.01891318 | 1 | |
| 11.66920474 | 1 | |
| 11.61972348 | 1 | |
| 11.27792073 | 1 | |
| 11.22847028 | 1 | |
| 11.02705909 | 1 | |
| 10.85301165 | 1 | |
| 10.54526295 | 1 | |
| 10.44684681 | 1 | |
| 10.27776886 | 1 |
V12
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 10160 |
|---|---|
| Distinct (%) | 97.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.5571264 |
| Minimum | -17.769143 |
|---|---|
| Maximum | 3.607076 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 8376 |
| Negative (%) | 80.3% |
| Memory size | 162.9 KiB |
Quantile statistics
| Minimum | -17.769143 |
|---|---|
| 5-th percentile | -3.3125661 |
| Q1 | -2.4712552 |
| median | -1.8606661 |
| Q3 | -0.4274821 |
| 95-th percentile | 0.88825429 |
| Maximum | 3.607076 |
| Range | 21.37622 |
| Interquartile range (IQR) | 2.0437731 |
Descriptive statistics
| Standard deviation | 1.5361481 |
|---|---|
| Coefficient of variation (CV) | -0.98652758 |
| Kurtosis | 16.456869 |
| Mean | -1.5571264 |
| Median Absolute Deviation (MAD) | 0.76916572 |
| Skewness | -1.696902 |
| Sum | -16233.043 |
| Variance | 2.3597511 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.06265234746 | 28 | 0.3% |
| -2.525492525 | 20 | 0.2% |
| -1.875448319 | 20 | 0.2% |
| -2.310505578 | 16 | 0.2% |
| -2.023532466 | 14 | 0.1% |
| -2.525080637 | 8 | 0.1% |
| -2.511817334 | 6 | 0.1% |
| -2.023120579 | 6 | 0.1% |
| -2.310506402 | 6 | 0.1% |
| -2.510867934 | 6 | 0.1% |
| Other values (10150) | 10295 |
| Value | Count | Frequency (%) |
| -17.76914346 | 1 | |
| -17.63160631 | 1 | |
| -17.22866224 | 1 | |
| -17.13130095 | 1 | |
| -16.72833933 | 1 | |
| -16.38805417 | 1 | |
| -15.96920752 | 1 | |
| -15.47905248 | 1 | |
| -15.14498822 | 1 | |
| -15.11788939 | 1 |
| Value | Count | Frequency (%) |
| 3.607076045 | 1 | |
| 3.606760812 | 1 | |
| 2.771414954 | 1 | |
| 2.313066057 | 1 | |
| 2.171292484 | 1 | |
| 2.163751282 | 1 | |
| 2.152055116 | 1 | |
| 2.075870867 | 1 | |
| 2.040290887 | 1 | |
| 1.977772847 | 1 |
V13
Real number (ℝ)
| Distinct | 10160 |
|---|---|
| Distinct (%) | 97.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.002767 |
| Minimum | -3.3895101 |
|---|---|
| Maximum | 4.4654132 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 2093 |
| Negative (%) | 20.1% |
| Memory size | 162.9 KiB |
Quantile statistics
| Minimum | -3.3895101 |
|---|---|
| 5-th percentile | -1.046607 |
| Q1 | 0.19184562 |
| median | 1.1025707 |
| Q3 | 1.8583416 |
| 95-th percentile | 2.7527991 |
| Maximum | 4.4654132 |
| Range | 7.8549233 |
| Interquartile range (IQR) | 1.666496 |
Descriptive statistics
| Standard deviation | 1.1614366 |
|---|---|
| Coefficient of variation (CV) | 1.1582318 |
| Kurtosis | -0.21051051 |
| Mean | 1.002767 |
| Median Absolute Deviation (MAD) | 0.7984074 |
| Skewness | -0.38915651 |
| Sum | 10453.846 |
| Variance | 1.348935 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.2384570315 | 28 | 0.3% |
| 0.1660467739 | 20 | 0.2% |
| 1.673656086 | 20 | 0.2% |
| 0.7711515061 | 16 | 0.2% |
| 2.151357569 | 14 | 0.1% |
| 0.1678296401 | 8 | 0.1% |
| 1.798557012 | 6 | 0.1% |
| 2.153140435 | 6 | 0.1% |
| 0.7711479403 | 6 | 0.1% |
| 1.802666518 | 6 | 0.1% |
| Other values (10150) | 10295 |
| Value | Count | Frequency (%) |
| -3.389510119 | 1 | |
| -3.315213425 | 1 | |
| -3.202718101 | 1 | |
| -3.153399893 | 1 | |
| -3.141239348 | 1 | |
| -2.794071399 | 1 | |
| -2.792539447 | 1 | |
| -2.77741166 | 1 | |
| -2.713448313 | 1 | |
| -2.673610417 | 1 |
| Value | Count | Frequency (%) |
| 4.465413177 | 1 | |
| 3.904562358 | 1 | |
| 3.754715169 | 1 | |
| 3.708994098 | 1 | |
| 3.699423964 | 1 | |
| 3.685569729 | 1 | |
| 3.68245814 | 1 | |
| 3.641478168 | 1 | |
| 3.610837404 | 1 | |
| 3.590139297 | 1 |
V14
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 10160 |
|---|---|
| Distinct (%) | 97.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.84316592 |
| Minimum | -19.214325 |
|---|---|
| Maximum | 7.6922085 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1816 |
| Negative (%) | 17.4% |
| Memory size | 162.9 KiB |
Quantile statistics
| Minimum | -19.214325 |
|---|---|
| 5-th percentile | -0.76460631 |
| Q1 | 0.26642329 |
| median | 1.1200535 |
| Q3 | 1.5607314 |
| 95-th percentile | 2.0839023 |
| Maximum | 7.6922085 |
| Range | 26.906534 |
| Interquartile range (IQR) | 1.2943081 |
Descriptive statistics
| Standard deviation | 1.3449105 |
|---|---|
| Coefficient of variation (CV) | 1.5950722 |
| Kurtosis | 53.694039 |
| Mean | 0.84316592 |
| Median Absolute Deviation (MAD) | 0.57610427 |
| Skewness | -5.1094801 |
| Sum | 8790.0047 |
| Variance | 1.8087843 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.2157381385 | 28 | 0.3% |
| 2.428011871 | 20 | 0.2% |
| 1.405684451 | 20 | 0.2% |
| 1.647487648 | 16 | 0.2% |
| 1.919033358 | 14 | 0.1% |
| 2.430275831 | 8 | 0.1% |
| 1.60512334 | 6 | 0.1% |
| 1.921297318 | 6 | 0.1% |
| 1.64748312 | 6 | 0.1% |
| 1.610341768 | 6 | 0.1% |
| Other values (10150) | 10295 |
| Value | Count | Frequency (%) |
| -19.21432549 | 1 | |
| -18.82208674 | 1 | |
| -18.49377336 | 1 | |
| -18.04999769 | 1 | |
| -17.72163835 | 1 | |
| -17.23020216 | 1 | |
| -15.06637436 | 1 | |
| -14.69072913 | 1 | |
| -14.66638897 | 1 | |
| -14.49159835 | 1 |
| Value | Count | Frequency (%) |
| 7.692208544 | 1 | |
| 7.439565532 | 1 | |
| 6.940483847 | 1 | |
| 6.690751884 | 1 | |
| 5.942856872 | 1 | |
| 5.840504717 | 1 | |
| 5.7487338 | 1 | |
| 5.69056194 | 1 | |
| 5.650251318 | 1 | |
| 5.590615972 | 1 |
V15
Real number (ℝ)
| Distinct | 10160 |
|---|---|
| Distinct (%) | 97.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.18490286 |
| Minimum | -4.1525318 |
|---|---|
| Maximum | 3.6350415 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 5438 |
| Negative (%) | 52.2% |
| Memory size | 162.9 KiB |
Quantile statistics
| Minimum | -4.1525318 |
|---|---|
| 5-th percentile | -2.0079335 |
| Q1 | -0.76431712 |
| median | -0.044885843 |
| Q3 | 0.48670417 |
| 95-th percentile | 1.1819456 |
| Maximum | 3.6350415 |
| Range | 7.7875733 |
| Interquartile range (IQR) | 1.2510213 |
Descriptive statistics
| Standard deviation | 0.97783806 |
|---|---|
| Coefficient of variation (CV) | -5.2883881 |
| Kurtosis | 0.35524603 |
| Mean | -0.18490286 |
| Median Absolute Deviation (MAD) | 0.6070722 |
| Skewness | -0.57156644 |
| Sum | -1927.6123 |
| Variance | 0.95616727 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.069355893 | 28 | 0.3% |
| 1.169787788 | 20 | 0.2% |
| 0.7105328819 | 20 | 0.2% |
| 0.005918309288 | 16 | 0.2% |
| -0.09870020159 | 14 | 0.1% |
| 1.171045783 | 8 | 0.1% |
| 0.761804883 | 6 | 0.1% |
| -0.09744220703 | 6 | 0.1% |
| 0.005915793299 | 6 | 0.1% |
| 0.7647045605 | 6 | 0.1% |
| Other values (10150) | 10295 |
| Value | Count | Frequency (%) |
| -4.15253176 | 1 | |
| -3.918266084 | 1 | |
| -3.879892017 | 1 | |
| -3.875765094 | 1 | |
| -3.835366057 | 1 | |
| -3.650146138 | 1 | |
| -3.625771028 | 1 | |
| -3.563326387 | 1 | |
| -3.505480785 | 1 | |
| -3.418341805 | 1 |
| Value | Count | Frequency (%) |
| 3.635041517 | 1 | |
| 2.927060213 | 1 | |
| 2.842022601 | 1 | |
| 2.806856084 | 1 | |
| 2.791878356 | 1 | |
| 2.703684691 | 1 | |
| 2.701359326 | 1 | |
| 2.645733097 | 1 | |
| 2.533660621 | 1 | |
| 2.501394702 | 1 |
V16
Real number (ℝ)
| Distinct | 10160 |
|---|---|
| Distinct (%) | 97.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.042470371 |
| Minimum | -12.227189 |
|---|---|
| Maximum | 4.8162523 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 5095 |
| Negative (%) | 48.9% |
| Memory size | 162.9 KiB |
Quantile statistics
| Minimum | -12.227189 |
|---|---|
| 5-th percentile | -1.4203926 |
| Q1 | -0.52944883 |
| median | 0.026072399 |
| Q3 | 0.53161155 |
| 95-th percentile | 1.2379822 |
| Maximum | 4.8162523 |
| Range | 17.043442 |
| Interquartile range (IQR) | 1.0610604 |
Descriptive statistics
| Standard deviation | 0.96766998 |
|---|---|
| Coefficient of variation (CV) | -22.78459 |
| Kurtosis | 27.606956 |
| Mean | -0.042470371 |
| Median Absolute Deviation (MAD) | 0.52872031 |
| Skewness | -2.9742657 |
| Sum | -442.75361 |
| Variance | 0.93638519 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.2552305247 | 28 | 0.3% |
| -1.53234065 | 20 | 0.2% |
| -0.1496408665 | 20 | 0.2% |
| 1.168256269 | 16 | 0.2% |
| -0.2565887086 | 14 | 0.1% |
| -1.531021705 | 8 | 0.1% |
| 0.8110916173 | 6 | 0.1% |
| -0.2552697632 | 6 | 0.1% |
| 1.168253631 | 6 | 0.1% |
| 0.8141317864 | 6 | 0.1% |
| Other values (10150) | 10295 |
| Value | Count | Frequency (%) |
| -12.22718928 | 1 | |
| -11.91148302 | 1 | |
| -10.62949739 | 1 | |
| -10.32201668 | 1 | |
| -10.26660918 | 1 | |
| -10.12239192 | 1 | |
| -10.11555995 | 1 | |
| -10.09867066 | 1 | |
| -10.05311224 | 1 | |
| -10.03109666 | 1 |
| Value | Count | Frequency (%) |
| 4.816252303 | 1 | |
| 4.087801791 | 1 | |
| 3.930881236 | 1 | |
| 3.890837784 | 1 | |
| 3.764085379 | 1 | |
| 3.448417942 | 1 | |
| 3.401112451 | 1 | |
| 3.280129103 | 1 | |
| 3.255931906 | 1 | |
| 3.162368934 | 1 |
V17
Real number (ℝ)
| Distinct | 10160 |
|---|---|
| Distinct (%) | 97.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.42238125 |
| Minimum | -18.587366 |
|---|---|
| Maximum | 9.2535263 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 2918 |
| Negative (%) | 28.0% |
| Memory size | 162.9 KiB |
Quantile statistics
| Minimum | -18.587366 |
|---|---|
| 5-th percentile | -0.74725014 |
| Q1 | -0.058214458 |
| median | 0.41638251 |
| Q3 | 0.89730495 |
| 95-th percentile | 1.8036341 |
| Maximum | 9.2535263 |
| Range | 27.840892 |
| Interquartile range (IQR) | 0.95551941 |
Descriptive statistics
| Standard deviation | 1.2179278 |
|---|---|
| Coefficient of variation (CV) | 2.8834799 |
| Kurtosis | 83.01917 |
| Mean | 0.42238125 |
| Median Absolute Deviation (MAD) | 0.47716951 |
| Skewness | -5.8128615 |
| Sum | 4403.3246 |
| Variance | 1.4833482 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -1.072084985 | 28 | 0.3% |
| 1.822234493 | 20 | 0.2% |
| 0.08123088306 | 20 | 0.2% |
| -0.04472191861 | 16 | 0.2% |
| 0.392087355 | 14 | 0.1% |
| 1.822530964 | 8 | 0.1% |
| -0.2086832239 | 6 | 0.1% |
| 0.3923838259 | 6 | 0.1% |
| -0.04472251155 | 6 | 0.1% |
| -0.2079998584 | 6 | 0.1% |
| Other values (10150) | 10295 |
| Value | Count | Frequency (%) |
| -18.58736621 | 1 | |
| -18.1030037 | 1 | |
| -17.54203031 | 1 | |
| -17.50661155 | 1 | |
| -17.09844421 | 1 | |
| -16.82534428 | 1 | |
| -16.66817932 | 1 | |
| -16.51114335 | 1 | |
| -16.35409442 | 1 | |
| -16.04922782 | 1 |
| Value | Count | Frequency (%) |
| 9.25352625 | 1 | |
| 8.538195139 | 1 | |
| 7.893392532 | 1 | |
| 7.766636363 | 1 | |
| 7.733456284 | 1 | |
| 7.611861523 | 1 | |
| 7.573522625 | 1 | |
| 7.140626771 | 1 | |
| 6.9835454 | 1 | |
| 6.739384385 | 1 |
V18
Real number (ℝ)
| Distinct | 10160 |
|---|---|
| Distinct (%) | 97.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.001889954 |
| Minimum | -8.061208 |
|---|---|
| Maximum | 4.2956482 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 4877 |
| Negative (%) | 46.8% |
| Memory size | 162.9 KiB |
Quantile statistics
| Minimum | -8.061208 |
|---|---|
| 5-th percentile | -1.3829814 |
| Q1 | -0.43567089 |
| median | 0.055643204 |
| Q3 | 0.50139218 |
| 95-th percentile | 1.1886422 |
| Maximum | 4.2956482 |
| Range | 12.356856 |
| Interquartile range (IQR) | 0.93706307 |
Descriptive statistics
| Standard deviation | 0.84859915 |
|---|---|
| Coefficient of variation (CV) | 449.00518 |
| Kurtosis | 5.7872681 |
| Mean | 0.001889954 |
| Median Absolute Deviation (MAD) | 0.4678194 |
| Skewness | -0.91925869 |
| Sum | 19.702771 |
| Variance | 0.72012053 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.4851104315 | 28 | 0.3% |
| -1.963373148 | 20 | 0.2% |
| 0.8935765687 | 20 | 0.2% |
| 0.8383888864 | 16 | 0.2% |
| -0.1384420515 | 14 | 0.1% |
| -1.961324276 | 8 | 0.1% |
| 0.5937963316 | 6 | 0.1% |
| -0.1363931788 | 6 | 0.1% |
| 0.8383847886 | 6 | 0.1% |
| 0.5985189831 | 6 | 0.1% |
| Other values (10150) | 10295 |
| Value | Count | Frequency (%) |
| -8.06120799 | 1 | |
| -6.920761861 | 1 | |
| -6.837834539 | 1 | |
| -6.792637787 | 1 | |
| -5.494927642 | 1 | |
| -5.366659956 | 1 | |
| -5.322008981 | 1 | |
| -5.247301106 | 1 | |
| -5.133153767 | 1 | |
| -5.125644757 | 1 |
| Value | Count | Frequency (%) |
| 4.295648234 | 1 | |
| 4.199591107 | 1 | |
| 4.115559919 | 1 | |
| 4.093439956 | 1 | |
| 4.071328562 | 1 | |
| 3.832711791 | 1 | |
| 3.65979313 | 1 | |
| 3.042493178 | 1 | |
| 3.012463106 | 1 | |
| 2.950374471 | 1 |
V19
Real number (ℝ)
| Distinct | 10160 |
|---|---|
| Distinct (%) | 97.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.082047924 |
| Minimum | -4.9327331 |
|---|---|
| Maximum | 4.5553594 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 5649 |
| Negative (%) | 54.2% |
| Memory size | 162.9 KiB |
Quantile statistics
| Minimum | -4.9327331 |
|---|---|
| 5-th percentile | -1.4791379 |
| Q1 | -0.57244664 |
| median | -0.078863979 |
| Q3 | 0.44203244 |
| 95-th percentile | 1.2377685 |
| Maximum | 4.5553594 |
| Range | 9.4880924 |
| Interquartile range (IQR) | 1.0144791 |
Descriptive statistics
| Standard deviation | 0.82849258 |
|---|---|
| Coefficient of variation (CV) | -10.097667 |
| Kurtosis | 1.0201735 |
| Mean | -0.082047924 |
| Median Absolute Deviation (MAD) | 0.50602633 |
| Skewness | -0.21033291 |
| Sum | -855.34961 |
| Variance | 0.68639995 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.2713148852 | 28 | 0.3% |
| -2.149184768 | 20 | 0.2% |
| 0.7209114171 | 20 | 0.2% |
| -1.76632442 | 16 | 0.2% |
| -0.4859831063 | 14 | 0.1% |
| -2.15237867 | 8 | 0.1% |
| -0.03119331202 | 6 | 0.1% |
| -0.4891770087 | 6 | 0.1% |
| -1.766318032 | 6 | 0.1% |
| -0.03855525702 | 6 | 0.1% |
| Other values (10150) | 10295 |
| Value | Count | Frequency (%) |
| -4.932733055 | 1 | |
| -4.021062314 | 1 | |
| -3.817501674 | 1 | |
| -3.816426269 | 1 | |
| -3.799214953 | 1 | |
| -3.718810312 | 1 | |
| -3.662048182 | 1 | |
| -3.636757707 | 1 | |
| -3.626608126 | 1 | |
| -3.599222455 | 1 |
| Value | Count | Frequency (%) |
| 4.555359379 | 1 | |
| 3.365631544 | 1 | |
| 3.166998907 | 1 | |
| 3.126929352 | 1 | |
| 3.097748598 | 1 | |
| 3.048037026 | 1 | |
| 2.895505737 | 1 | |
| 2.864929743 | 1 | |
| 2.862706058 | 1 | |
| 2.697586054 | 1 |
V20
Real number (ℝ)
| Distinct | 10160 |
|---|---|
| Distinct (%) | 97.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.018465966 |
| Minimum | -13.276034 |
|---|---|
| Maximum | 7.9221409 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 5978 |
| Negative (%) | 57.3% |
| Memory size | 162.9 KiB |
Quantile statistics
| Minimum | -13.276034 |
|---|---|
| 5-th percentile | -0.46573206 |
| Q1 | -0.1615156 |
| median | -0.039908448 |
| Q3 | 0.13731752 |
| 95-th percentile | 0.72904021 |
| Maximum | 7.9221409 |
| Range | 21.198175 |
| Interquartile range (IQR) | 0.29883312 |
Descriptive statistics
| Standard deviation | 0.57808615 |
|---|---|
| Coefficient of variation (CV) | 31.305493 |
| Kurtosis | 88.414816 |
| Mean | 0.018465966 |
| Median Absolute Deviation (MAD) | 0.14426076 |
| Skewness | -1.500642 |
| Sum | 192.50769 |
| Variance | 0.3341836 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.1560890111 | 28 | 0.3% |
| -0.2524967714 | 20 | 0.2% |
| -0.01541492637 | 20 | 0.2% |
| -0.2404692901 | 16 | 0.2% |
| 0.01366173801 | 14 | 0.1% |
| -0.2321321687 | 8 | 0.1% |
| 0.0466632653 | 6 | 0.1% |
| 0.03402634074 | 6 | 0.1% |
| -0.2405100193 | 6 | 0.1% |
| 0.0936036746 | 6 | 0.1% |
| Other values (10150) | 10295 |
| Value | Count | Frequency (%) |
| -13.27603434 | 1 | |
| -12.83404164 | 1 | |
| -11.74868903 | 1 | |
| -5.571503156 | 1 | |
| -4.578146919 | 1 | |
| -4.566619243 | 1 | |
| -4.56160771 | 1 | |
| -4.543539901 | 1 | |
| -4.516220794 | 1 | |
| -3.785807772 | 1 |
| Value | Count | Frequency (%) |
| 7.922140914 | 1 | |
| 7.744222435 | 1 | |
| 5.851380735 | 1 | |
| 5.580589875 | 1 | |
| 5.552956451 | 1 | |
| 5.55076003 | 1 | |
| 5.418451542 | 1 | |
| 4.843083043 | 1 | |
| 4.596930215 | 1 | |
| 4.592908532 | 1 |
V21
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 10160 |
|---|---|
| Distinct (%) | 97.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.070143566 |
| Minimum | -11.468435 |
|---|---|
| Maximum | 22.614889 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 7536 |
| Negative (%) | 72.3% |
| Memory size | 162.9 KiB |
Quantile statistics
| Minimum | -11.468435 |
|---|---|
| 5-th percentile | -0.53430532 |
| Q1 | -0.27142118 |
| median | -0.13225777 |
| Q3 | 0.01741304 |
| 95-th percentile | 0.41711547 |
| Maximum | 22.614889 |
| Range | 34.083324 |
| Interquartile range (IQR) | 0.28883422 |
Descriptive statistics
| Standard deviation | 0.87954221 |
|---|---|
| Coefficient of variation (CV) | -12.539172 |
| Kurtosis | 268.17546 |
| Mean | -0.070143566 |
| Median Absolute Deviation (MAD) | 0.14332805 |
| Skewness | 10.908761 |
| Sum | -731.24668 |
| Variance | 0.77359451 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.007342802666 | 28 | 0.3% |
| 0.03151077795 | 20 | 0.2% |
| -0.2081362659 | 20 | 0.2% |
| 0.167722 | 16 | 0.2% |
| -0.08858252271 | 14 | 0.1% |
| 0.03757008636 | 8 | 0.1% |
| -0.1191602845 | 6 | 0.1% |
| -0.0825232143 | 6 | 0.1% |
| 0.1677098814 | 6 | 0.1% |
| -0.1051935786 | 6 | 0.1% |
| Other values (10150) | 10295 |
| Value | Count | Frequency (%) |
| -11.46843491 | 1 | |
| -11.32284203 | 1 | |
| -11.27389007 | 1 | |
| -11.23526649 | 1 | |
| -11.10249056 | 1 | |
| -6.599580452 | 1 | |
| -6.301239164 | 1 | |
| -5.378106262 | 1 | |
| -5.258316584 | 1 | |
| -4.709977251 | 1 |
| Value | Count | Frequency (%) |
| 22.61488937 | 1 | |
| 22.59954336 | 1 | |
| 22.58898947 | 1 | |
| 22.57971423 | 1 | |
| 22.56568024 | 1 | |
| 15.63145341 | 1 | |
| 14.71821159 | 1 | |
| 12.1948493 | 1 | |
| 11.2107477 | 1 | |
| 11.19772903 | 1 |
V22
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 10160 |
|---|---|
| Distinct (%) | 97.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.15325641 |
| Minimum | -8.5936416 |
|---|---|
| Maximum | 4.3938457 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 6105 |
| Negative (%) | 58.6% |
| Memory size | 162.9 KiB |
Quantile statistics
| Minimum | -8.5936416 |
|---|---|
| 5-th percentile | -1.0431218 |
| Q1 | -0.54217627 |
| median | -0.12107022 |
| Q3 | 0.23369764 |
| 95-th percentile | 0.76987588 |
| Maximum | 4.3938457 |
| Range | 12.987487 |
| Interquartile range (IQR) | 0.77587391 |
Descriptive statistics
| Standard deviation | 0.62183922 |
|---|---|
| Coefficient of variation (CV) | -4.0575087 |
| Kurtosis | 18.04468 |
| Mean | -0.15325641 |
| Median Absolute Deviation (MAD) | 0.38195739 |
| Skewness | -1.419383 |
| Sum | -1597.6981 |
| Variance | 0.38668401 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.2508856951 | 28 | 0.3% |
| 0.2787432829 | 20 | 0.2% |
| -0.2725523222 | 20 | 0.2% |
| 0.665252616 | 16 | 0.2% |
| -0.1263433834 | 14 | 0.1% |
| 0.2734654022 | 8 | 0.1% |
| -0.2315702582 | 6 | 0.1% |
| -0.131621264 | 6 | 0.1% |
| 0.6652631718 | 6 | 0.1% |
| -0.2437357731 | 6 | 0.1% |
| Other values (10150) | 10295 |
| Value | Count | Frequency (%) |
| -8.593641565 | 1 | |
| -8.55580793 | 1 | |
| -8.527144872 | 1 | |
| -8.483441127 | 1 | |
| -8.420245605 | 1 | |
| -5.707800997 | 1 | |
| -4.432105603 | 1 | |
| -4.266839413 | 1 | |
| -4.182957364 | 1 | |
| -3.945337946 | 1 |
| Value | Count | Frequency (%) |
| 4.393845658 | 1 | |
| 4.359627185 | 1 | |
| 3.880680373 | 1 | |
| 3.661956889 | 1 | |
| 3.312970537 | 1 | |
| 2.815903246 | 1 | |
| 2.466050042 | 1 | |
| 1.985148506 | 1 | |
| 1.957759397 | 1 | |
| 1.921346586 | 1 |
V23
Real number (ℝ)
| Distinct | 10160 |
|---|---|
| Distinct (%) | 97.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.038863632 |
| Minimum | -19.254328 |
|---|---|
| Maximum | 13.876221 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 6401 |
| Negative (%) | 61.4% |
| Memory size | 162.9 KiB |
Quantile statistics
| Minimum | -19.254328 |
|---|---|
| 5-th percentile | -0.41089696 |
| Q1 | -0.17586819 |
| median | -0.04608533 |
| Q3 | 0.069408996 |
| 95-th percentile | 0.38173718 |
| Maximum | 13.876221 |
| Range | 33.130548 |
| Interquartile range (IQR) | 0.24527718 |
Descriptive statistics
| Standard deviation | 0.51558449 |
|---|---|
| Coefficient of variation (CV) | -13.266503 |
| Kurtosis | 387.03696 |
| Mean | -0.038863632 |
| Median Absolute Deviation (MAD) | 0.121787 |
| Skewness | -6.9554838 |
| Sum | -405.15336 |
| Variance | 0.26582736 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.3315996894 | 28 | 0.3% |
| -0.02733678719 | 20 | 0.2% |
| -0.07078518358 | 20 | 0.2% |
| 0.03422690551 | 16 | 0.2% |
| -0.2179992472 | 14 | 0.1% |
| -0.0361507822 | 8 | 0.1% |
| -0.05155015298 | 6 | 0.1% |
| -0.2268132422 | 6 | 0.1% |
| 0.0342445335 | 6 | 0.1% |
| -0.07186641149 | 6 | 0.1% |
| Other values (10150) | 10295 |
| Value | Count | Frequency (%) |
| -19.25432762 | 1 | |
| -15.14434034 | 1 | |
| -11.66999352 | 1 | |
| -10.47797764 | 1 | |
| -8.238609977 | 1 | |
| -7.996810517 | 1 | |
| -7.028115951 | 1 | |
| -5.110557588 | 1 | |
| -3.984425694 | 1 | |
| -3.731390694 | 1 |
| Value | Count | Frequency (%) |
| 13.87622086 | 1 | |
| 10.47576998 | 1 | |
| 5.719454825 | 1 | |
| 4.332061451 | 1 | |
| 4.095021042 | 1 | |
| 3.787712783 | 1 | |
| 3.740896577 | 1 | |
| 3.657314697 | 1 | |
| 3.642682733 | 1 | |
| 3.638520249 | 1 |
V24
Real number (ℝ)
| Distinct | 10160 |
|---|---|
| Distinct (%) | 97.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0080782783 |
| Minimum | -2.5123765 |
|---|---|
| Maximum | 3.2002012 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 4460 |
| Negative (%) | 42.8% |
| Memory size | 162.9 KiB |
Quantile statistics
| Minimum | -2.5123765 |
|---|---|
| 5-th percentile | -1.1196409 |
| Q1 | -0.343429 |
| median | 0.056866366 |
| Q3 | 0.39122007 |
| 95-th percentile | 0.92920516 |
| Maximum | 3.2002012 |
| Range | 5.7125777 |
| Interquartile range (IQR) | 0.73464907 |
Descriptive statistics
| Standard deviation | 0.5888457 |
|---|---|
| Coefficient of variation (CV) | 72.892475 |
| Kurtosis | 0.37283738 |
| Mean | 0.0080782783 |
| Median Absolute Deviation (MAD) | 0.35913794 |
| Skewness | -0.63223642 |
| Sum | 84.216052 |
| Variance | 0.34673926 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.00995228 | 28 | 0.3% |
| -0.7088033426 | 20 | 0.2% |
| 0.9576658003 | 20 | 0.2% |
| 0.149376674 | 16 | 0.2% |
| 0.3581221092 | 14 | 0.1% |
| -0.7082902178 | 8 | 0.1% |
| 1.022013165 | 6 | 0.1% |
| 0.358635234 | 6 | 0.1% |
| 0.1493756477 | 6 | 0.1% |
| 1.023195918 | 6 | 0.1% |
| Other values (10150) | 10295 |
| Value | Count | Frequency (%) |
| -2.51237651 | 1 | |
| -2.49354476 | 1 | |
| -2.203340891 | 1 | |
| -2.162522517 | 1 | |
| -2.043850964 | 1 | |
| -1.917229919 | 1 | |
| -1.900995313 | 1 | |
| -1.867208192 | 1 | |
| -1.859103561 | 1 | |
| -1.848209481 | 1 |
| Value | Count | Frequency (%) |
| 3.200201195 | 1 | |
| 2.192625557 | 1 | |
| 1.311195214 | 1 | |
| 1.215278822 | 1 | |
| 1.191020981 | 1 | |
| 1.132342138 | 1 | |
| 1.116237078 | 1 | |
| 1.11297017 | 1 | |
| 1.108439997 | 1 | |
| 1.104093051 | 1 |
V25
Real number (ℝ)
| Distinct | 10160 |
|---|---|
| Distinct (%) | 97.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.11839915 |
| Minimum | -4.7816055 |
|---|---|
| Maximum | 5.5250927 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 3650 |
| Negative (%) | 35.0% |
| Memory size | 162.9 KiB |
Quantile statistics
| Minimum | -4.7816055 |
|---|---|
| 5-th percentile | -0.59442473 |
| Q1 | -0.13403872 |
| median | 0.15199622 |
| Q3 | 0.3930317 |
| 95-th percentile | 0.72826422 |
| Maximum | 5.5250927 |
| Range | 10.306698 |
| Interquartile range (IQR) | 0.52707042 |
Descriptive statistics
| Standard deviation | 0.42886165 |
|---|---|
| Coefficient of variation (CV) | 3.6221683 |
| Kurtosis | 5.6135735 |
| Mean | 0.11839915 |
| Median Absolute Deviation (MAD) | 0.26003841 |
| Skewness | -0.47596013 |
| Sum | 1234.3111 |
| Variance | 0.18392231 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.2337301799 | 28 | 0.3% |
| 0.3930317048 | 20 | 0.2% |
| 0.6364714744 | 20 | 0.2% |
| 0.06145175576 | 16 | 0.2% |
| 0.8146255164 | 14 | 0.1% |
| 0.38935995 | 8 | 0.1% |
| 0.3683031908 | 6 | 0.1% |
| 0.8109537617 | 6 | 0.1% |
| 0.06145909927 | 6 | 0.1% |
| 0.3598397961 | 6 | 0.1% |
| Other values (10150) | 10295 |
| Value | Count | Frequency (%) |
| -4.781605522 | 1 | |
| -2.577362588 | 1 | |
| -2.483068889 | 1 | |
| -2.322905876 | 1 | |
| -2.160800368 | 1 | |
| -2.032068366 | 1 | |
| -1.959303771 | 1 | |
| -1.875718982 | 1 | |
| -1.853281783 | 1 | |
| -1.843077692 | 1 |
| Value | Count | Frequency (%) |
| 5.525092704 | 1 | |
| 2.4197915 | 1 | |
| 1.9725154 | 1 | |
| 1.964597849 | 1 | |
| 1.951253598 | 1 | |
| 1.799818675 | 1 | |
| 1.727062745 | 1 | |
| 1.701796414 | 1 | |
| 1.685000706 | 1 | |
| 1.629684302 | 1 |
V26
Real number (ℝ)
| Distinct | 10160 |
|---|---|
| Distinct (%) | 97.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.037217334 |
| Minimum | -1.3039601 |
|---|---|
| Maximum | 3.5173456 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 5375 |
| Negative (%) | 51.6% |
| Memory size | 162.9 KiB |
Quantile statistics
| Minimum | -1.3039601 |
|---|---|
| 5-th percentile | -0.75348254 |
| Q1 | -0.37402995 |
| median | -0.032831024 |
| Q3 | 0.37833501 |
| 95-th percentile | 1.0579021 |
| Maximum | 3.5173456 |
| Range | 4.8213057 |
| Interquartile range (IQR) | 0.75236496 |
Descriptive statistics
| Standard deviation | 0.55801416 |
|---|---|
| Coefficient of variation (CV) | 14.993394 |
| Kurtosis | -0.14740903 |
| Mean | 0.037217334 |
| Median Absolute Deviation (MAD) | 0.36980048 |
| Skewness | 0.55034855 |
| Sum | 387.9907 |
| Variance | 0.3113798 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.8244705574 | 28 | 0.3% |
| -0.2315446526 | 20 | 0.2% |
| -0.7110788271 | 20 | 0.2% |
| 0.07372517454 | 16 | 0.2% |
| -0.3458153 | 14 | 0.1% |
| -0.2326111755 | 8 | 0.1% |
| 1.046159028 | 6 | 0.1% |
| -0.3468818229 | 6 | 0.1% |
| 0.07372730759 | 6 | 0.1% |
| 1.043700693 | 6 | 0.1% |
| Other values (10150) | 10295 |
| Value | Count | Frequency (%) |
| -1.303960093 | 1 | |
| -1.291802589 | 1 | |
| -1.243924154 | 1 | |
| -1.22214642 | 1 | |
| -1.168869913 | 1 | |
| -1.168425357 | 1 | |
| -1.159825403 | 1 | |
| -1.14151936 | 1 | |
| -1.138230523 | 1 | |
| -1.138071794 | 1 |
| Value | Count | Frequency (%) |
| 3.517345612 | 1 | |
| 3.463245654 | 1 | |
| 3.087444274 | 1 | |
| 3.065575697 | 1 | |
| 3.040808202 | 1 | |
| 2.964299508 | 1 | |
| 1.788188782 | 1 | |
| 1.726004108 | 1 | |
| 1.585652226 | 1 | |
| 1.556236445 | 1 |
V27
Real number (ℝ)
| Distinct | 10160 |
|---|---|
| Distinct (%) | 97.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.011836998 |
| Minimum | -7.9760998 |
|---|---|
| Maximum | 8.2543756 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 5277 |
| Negative (%) | 50.6% |
| Memory size | 162.9 KiB |
Quantile statistics
| Minimum | -7.9760998 |
|---|---|
| 5-th percentile | -0.38602422 |
| Q1 | -0.077716918 |
| median | -0.0015061119 |
| Q3 | 0.095375028 |
| 95-th percentile | 0.4021607 |
| Maximum | 8.2543756 |
| Range | 16.230475 |
| Interquartile range (IQR) | 0.17309195 |
Descriptive statistics
| Standard deviation | 0.39915441 |
|---|---|
| Coefficient of variation (CV) | 33.720917 |
| Kurtosis | 84.321972 |
| Mean | 0.011836998 |
| Median Absolute Deviation (MAD) | 0.084215642 |
| Skewness | -2.5493959 |
| Sum | 123.4007 |
| Variance | 0.15932424 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.2413052126 | 28 | 0.3% |
| 0.01163299465 | 20 | 0.2% |
| 0.06801812096 | 20 | 0.2% |
| 0.02462278126 | 16 | 0.2% |
| -0.04811112772 | 14 | 0.1% |
| 0.009743525144 | 8 | 0.1% |
| -0.0867477652 | 6 | 0.1% |
| -0.05000059722 | 6 | 0.1% |
| 0.0246265602 | 6 | 0.1% |
| -0.0911029924 | 6 | 0.1% |
| Other values (10150) | 10295 |
| Value | Count | Frequency (%) |
| -7.976099818 | 1 | |
| -6.695013096 | 1 | |
| -6.126485507 | 1 | |
| -5.944407717 | 1 | |
| -5.775942724 | 1 | |
| -5.336289424 | 1 | |
| -5.187273715 | 1 | |
| -5.107788581 | 1 | |
| -5.045247104 | 1 | |
| -4.933677736 | 1 |
| Value | Count | Frequency (%) |
| 8.254375597 | 1 | |
| 4.173387153 | 1 | |
| 3.852045639 | 1 | |
| 3.35882175 | 1 | |
| 3.052357687 | 1 | |
| 2.980200657 | 1 | |
| 2.706566162 | 1 | |
| 2.698393891 | 1 | |
| 2.677292054 | 1 | |
| 2.527393832 | 1 |
V28
Real number (ℝ)
| Distinct | 10160 |
|---|---|
| Distinct (%) | 97.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0021172787 |
| Minimum | -3.5753124 |
|---|---|
| Maximum | 4.8607691 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 3681 |
| Negative (%) | 35.3% |
| Memory size | 162.9 KiB |
Quantile statistics
| Minimum | -3.5753124 |
|---|---|
| 5-th percentile | -0.33986525 |
| Q1 | -0.015331259 |
| median | 0.015492111 |
| Q3 | 0.070669139 |
| 95-th percentile | 0.22869388 |
| Maximum | 4.8607691 |
| Range | 8.4360815 |
| Interquartile range (IQR) | 0.086000398 |
Descriptive statistics
| Standard deviation | 0.25893693 |
|---|---|
| Coefficient of variation (CV) | 122.29705 |
| Kurtosis | 76.801949 |
| Mean | 0.0021172787 |
| Median Absolute Deviation (MAD) | 0.039037861 |
| Skewness | 1.1196198 |
| Sum | 22.072631 |
| Variance | 0.067048336 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.02035863786 | 28 | 0.3% |
| 0.005579101072 | 20 | 0.2% |
| 0.02417281086 | 20 | 0.2% |
| 0.0233645967 | 16 | 0.2% |
| 0.02095632708 | 14 | 0.1% |
| 0.00732027843 | 8 | 0.1% |
| -0.0008091127471 | 6 | 0.1% |
| 0.02269750444 | 6 | 0.1% |
| 0.02336111435 | 6 | 0.1% |
| 0.003204301062 | 6 | 0.1% |
| Other values (10150) | 10295 |
| Value | Count | Frequency (%) |
| -3.575312416 | 1 | |
| -3.50925022 | 1 | |
| -3.054084903 | 1 | |
| -2.909294351 | 1 | |
| -2.735622762 | 1 | |
| -2.519254702 | 1 | |
| -2.416099324 | 1 | |
| -2.372644051 | 1 | |
| -2.326437421 | 1 | |
| -2.283113949 | 1 |
| Value | Count | Frequency (%) |
| 4.860769069 | 1 | |
| 4.712560306 | 1 | |
| 4.556696798 | 1 | |
| 4.157933573 | 1 | |
| 3.89532087 | 1 | |
| 3.854890768 | 1 | |
| 3.553905855 | 1 | |
| 2.782949518 | 1 | |
| 2.619298224 | 1 | |
| 2.508443102 | 1 |
Amount
Real number (ℝ)
ZEROS 
| Distinct | 3821 |
|---|---|
| Distinct (%) | 36.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 63.56476 |
| Minimum | 0 |
|---|---|
| Maximum | 7712.43 |
| Zeros | 109 |
| Zeros (%) | 1.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 162.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.92 |
| Q1 | 5.84 |
| median | 15.95 |
| Q3 | 53.04 |
| 95-th percentile | 264.132 |
| Maximum | 7712.43 |
| Range | 7712.43 |
| Interquartile range (IQR) | 47.2 |
Descriptive statistics
| Standard deviation | 176.68588 |
|---|---|
| Coefficient of variation (CV) | 2.7796201 |
| Kurtosis | 414.44942 |
| Mean | 63.56476 |
| Median Absolute Deviation (MAD) | 13.97 |
| Skewness | 13.958156 |
| Sum | 662662.62 |
| Variance | 31217.901 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 521 | 5.0% |
| 11.85 | 439 | 4.2% |
| 15.95 | 259 | 2.5% |
| 5 | 221 | 2.1% |
| 1.98 | 152 | 1.5% |
| 0.89 | 146 | 1.4% |
| 9.99 | 139 | 1.3% |
| 10 | 133 | 1.3% |
| 89.99 | 121 | 1.2% |
| 14.95 | 117 | 1.1% |
| Other values (3811) | 8177 |
| Value | Count | Frequency (%) |
| 0 | 109 | |
| 0.01 | 101 | |
| 0.02 | 4 | < 0.1% |
| 0.05 | 4 | < 0.1% |
| 0.07 | 2 | < 0.1% |
| 0.1 | 1 | < 0.1% |
| 0.11 | 1 | < 0.1% |
| 0.12 | 2 | < 0.1% |
| 0.13 | 1 | < 0.1% |
| 0.14 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 7712.43 | 1 | |
| 4002.88 | 1 | |
| 3828.04 | 1 | |
| 2746.34 | 1 | |
| 2540.42 | 1 | |
| 2452.03 | 1 | |
| 2126.13 | 1 | |
| 1986.92 | 1 | |
| 1939.3 | 1 | |
| 1912.89 | 2 |
Class
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 162.9 KiB |
| 0.0 | |
|---|---|
| 1.0 | 42 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 31275 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 10383 | |
| 1.0 | 42 | 0.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 10383 | |
| 1.0 | 42 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 20808 | |
| . | 10425 | |
| 1 | 42 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 20850 | |
| Other Punctuation | 10425 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 20808 | |
| 1 | 42 | 0.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 10425 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 31275 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 20808 | |
| . | 10425 | |
| 1 | 42 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 31275 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 20808 | |
| . | 10425 | |
| 1 | 42 | 0.1% |
| Amount | Class | Time | V1 | V10 | V11 | V12 | V13 | V14 | V15 | V16 | V17 | V18 | V19 | V2 | V20 | V21 | V22 | V23 | V24 | V25 | V26 | V27 | V28 | V3 | V4 | V5 | V6 | V7 | V8 | V9 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Amount | 1.000 | 0.028 | 0.027 | -0.123 | 0.005 | -0.055 | -0.071 | 0.055 | 0.066 | -0.123 | -0.054 | 0.115 | 0.019 | 0.032 | -0.412 | 0.164 | 0.200 | 0.100 | -0.060 | 0.010 | 0.050 | 0.045 | -0.147 | 0.049 | 0.027 | 0.072 | -0.276 | 0.226 | -0.067 | 0.057 | 0.043 |
| Class | 0.028 | 1.000 | 0.025 | -0.064 | -0.094 | 0.101 | -0.108 | -0.031 | -0.105 | -0.014 | -0.091 | -0.076 | -0.056 | 0.023 | 0.102 | 0.053 | 0.033 | 0.016 | 0.011 | -0.051 | -0.021 | 0.043 | 0.074 | 0.022 | -0.103 | 0.107 | -0.055 | -0.087 | -0.084 | 0.043 | -0.090 |
| Time | 0.027 | 0.025 | 1.000 | 0.080 | -0.245 | 0.306 | -0.575 | 0.462 | 0.533 | -0.221 | 0.014 | 0.398 | 0.149 | -0.083 | -0.055 | -0.129 | -0.106 | -0.000 | -0.007 | -0.058 | 0.096 | -0.046 | -0.087 | -0.046 | 0.053 | 0.068 | -0.096 | 0.022 | -0.182 | -0.007 | 0.488 |
| V1 | -0.123 | -0.064 | 0.080 | 1.000 | 0.036 | 0.056 | -0.073 | 0.099 | 0.175 | 0.115 | 0.198 | 0.014 | -0.063 | 0.075 | -0.431 | -0.183 | -0.118 | -0.127 | 0.005 | -0.000 | 0.400 | -0.025 | -0.146 | -0.056 | -0.394 | -0.004 | -0.192 | -0.028 | -0.328 | -0.088 | 0.061 |
| V10 | 0.005 | -0.094 | -0.245 | 0.036 | 1.000 | -0.022 | -0.029 | -0.102 | -0.129 | -0.007 | 0.157 | -0.124 | -0.124 | 0.103 | 0.061 | 0.068 | -0.083 | -0.086 | 0.101 | 0.023 | -0.052 | 0.102 | -0.046 | -0.071 | -0.054 | 0.215 | 0.045 | 0.126 | -0.034 | -0.106 | -0.376 |
| V11 | -0.055 | 0.101 | 0.306 | 0.056 | -0.022 | 1.000 | -0.128 | 0.150 | 0.393 | -0.112 | 0.081 | 0.172 | 0.105 | -0.101 | -0.033 | -0.040 | 0.013 | 0.069 | 0.179 | -0.029 | -0.115 | 0.044 | -0.066 | -0.079 | 0.004 | -0.036 | -0.042 | -0.021 | -0.087 | 0.044 | 0.141 |
| V12 | -0.071 | -0.108 | -0.575 | -0.073 | -0.029 | -0.128 | 1.000 | -0.272 | -0.494 | 0.127 | -0.235 | -0.364 | -0.066 | 0.025 | 0.036 | 0.023 | 0.202 | 0.131 | -0.042 | 0.037 | 0.008 | -0.017 | 0.148 | 0.058 | -0.035 | -0.042 | -0.054 | -0.046 | 0.115 | 0.030 | -0.270 |
| V13 | 0.055 | -0.031 | 0.462 | 0.099 | -0.102 | 0.150 | -0.272 | 1.000 | 0.287 | -0.126 | 0.100 | 0.217 | 0.059 | -0.042 | 0.028 | 0.091 | -0.142 | -0.046 | 0.009 | 0.010 | 0.075 | 0.030 | -0.102 | 0.006 | 0.004 | 0.080 | 0.054 | 0.025 | -0.077 | -0.159 | 0.217 |
| V14 | 0.066 | -0.105 | 0.533 | 0.175 | -0.129 | 0.393 | -0.494 | 0.287 | 1.000 | -0.079 | 0.122 | 0.266 | 0.133 | -0.052 | -0.044 | -0.211 | -0.016 | -0.094 | 0.127 | -0.021 | 0.019 | 0.026 | -0.178 | -0.023 | -0.126 | 0.067 | -0.052 | 0.029 | -0.199 | 0.109 | 0.259 |
| V15 | -0.123 | -0.014 | -0.221 | 0.115 | -0.007 | -0.112 | 0.127 | -0.126 | -0.079 | 1.000 | -0.023 | -0.174 | 0.017 | -0.008 | 0.081 | 0.053 | 0.103 | 0.058 | 0.102 | 0.002 | -0.100 | -0.083 | 0.086 | -0.008 | -0.192 | -0.155 | 0.121 | -0.161 | 0.102 | -0.104 | -0.166 |
| V16 | -0.054 | -0.091 | 0.014 | 0.198 | 0.157 | 0.081 | -0.235 | 0.100 | 0.122 | -0.023 | 1.000 | -0.287 | 0.184 | -0.076 | -0.023 | 0.106 | -0.030 | -0.228 | 0.048 | -0.026 | 0.057 | 0.191 | -0.144 | 0.001 | -0.226 | -0.108 | 0.051 | -0.071 | -0.163 | 0.074 | -0.182 |
| V17 | 0.115 | -0.076 | 0.398 | 0.014 | -0.124 | 0.172 | -0.364 | 0.217 | 0.266 | -0.174 | -0.287 | 1.000 | -0.259 | 0.014 | -0.066 | -0.118 | -0.059 | 0.019 | 0.173 | -0.003 | -0.053 | -0.102 | 0.025 | 0.037 | 0.053 | 0.248 | -0.244 | 0.072 | -0.252 | 0.091 | 0.218 |
| V18 | 0.019 | -0.056 | 0.149 | -0.063 | -0.124 | 0.105 | -0.066 | 0.059 | 0.133 | 0.017 | 0.184 | -0.259 | 1.000 | 0.104 | 0.071 | -0.019 | 0.040 | 0.031 | -0.214 | -0.069 | 0.031 | 0.006 | 0.012 | -0.004 | 0.001 | -0.002 | 0.035 | 0.038 | -0.042 | 0.065 | 0.120 |
| V19 | 0.032 | 0.023 | -0.083 | 0.075 | 0.103 | -0.101 | 0.025 | -0.042 | -0.052 | -0.008 | -0.076 | 0.014 | 0.104 | 1.000 | -0.050 | 0.275 | -0.010 | -0.010 | -0.127 | 0.005 | -0.000 | -0.065 | 0.005 | -0.064 | -0.069 | -0.053 | -0.007 | 0.126 | -0.071 | 0.018 | -0.085 |
| V2 | -0.412 | 0.102 | -0.055 | -0.431 | 0.061 | -0.033 | 0.036 | 0.028 | -0.044 | 0.081 | -0.023 | -0.066 | 0.071 | -0.050 | 1.000 | 0.082 | -0.099 | -0.108 | -0.001 | -0.010 | -0.321 | 0.003 | 0.180 | 0.037 | 0.083 | 0.220 | 0.310 | -0.113 | 0.459 | -0.081 | -0.234 |
| V20 | 0.164 | 0.053 | -0.129 | -0.183 | 0.068 | -0.040 | 0.023 | 0.091 | -0.211 | 0.053 | 0.106 | -0.118 | -0.019 | 0.275 | 0.082 | 1.000 | 0.035 | 0.022 | -0.163 | 0.065 | -0.108 | 0.060 | 0.109 | 0.166 | 0.001 | -0.078 | 0.144 | 0.032 | 0.212 | 0.022 | -0.137 |
| V21 | 0.200 | 0.033 | -0.106 | -0.118 | -0.083 | 0.013 | 0.202 | -0.142 | -0.016 | 0.103 | -0.030 | -0.059 | 0.040 | -0.010 | -0.099 | 0.035 | 1.000 | 0.596 | -0.204 | 0.028 | -0.013 | -0.048 | 0.020 | 0.101 | 0.103 | 0.000 | -0.151 | 0.069 | -0.106 | 0.090 | -0.141 |
| V22 | 0.100 | 0.016 | -0.000 | -0.127 | -0.086 | 0.069 | 0.131 | -0.046 | -0.094 | 0.058 | -0.228 | 0.019 | 0.031 | -0.010 | -0.108 | 0.022 | 0.596 | 1.000 | -0.254 | -0.002 | -0.035 | -0.088 | 0.082 | -0.069 | 0.323 | -0.017 | -0.128 | 0.063 | 0.003 | 0.045 | 0.078 |
| V23 | -0.060 | 0.011 | -0.007 | 0.005 | 0.101 | 0.179 | -0.042 | 0.009 | 0.127 | 0.102 | 0.048 | 0.173 | -0.214 | -0.127 | -0.001 | -0.163 | -0.204 | -0.254 | 1.000 | 0.134 | -0.275 | 0.083 | 0.048 | 0.072 | -0.070 | 0.065 | -0.102 | -0.091 | -0.131 | 0.090 | -0.060 |
| V24 | 0.010 | -0.051 | -0.058 | -0.000 | 0.023 | -0.029 | 0.037 | 0.010 | -0.021 | 0.002 | -0.026 | -0.003 | -0.069 | 0.005 | -0.010 | 0.065 | 0.028 | -0.002 | 0.134 | 1.000 | -0.012 | -0.036 | -0.043 | 0.077 | 0.033 | -0.033 | -0.093 | -0.223 | -0.010 | -0.051 | -0.016 |
| V25 | 0.050 | -0.021 | 0.096 | 0.400 | -0.052 | -0.115 | 0.008 | 0.075 | 0.019 | -0.100 | 0.057 | -0.053 | 0.031 | -0.000 | -0.321 | -0.108 | -0.013 | -0.035 | -0.275 | -0.012 | 1.000 | -0.167 | -0.035 | -0.046 | -0.320 | -0.019 | -0.096 | 0.053 | -0.255 | -0.043 | 0.181 |
| V26 | 0.045 | 0.043 | -0.046 | -0.025 | 0.102 | 0.044 | -0.017 | 0.030 | 0.026 | -0.083 | 0.191 | -0.102 | 0.006 | -0.065 | 0.003 | 0.060 | -0.048 | -0.088 | 0.083 | -0.036 | -0.167 | 1.000 | -0.230 | -0.005 | 0.035 | 0.060 | -0.065 | 0.022 | -0.054 | 0.033 | 0.005 |
| V27 | -0.147 | 0.074 | -0.087 | -0.146 | -0.046 | -0.066 | 0.148 | -0.102 | -0.178 | 0.086 | -0.144 | 0.025 | 0.012 | 0.005 | 0.180 | 0.109 | 0.020 | 0.082 | 0.048 | -0.043 | -0.035 | -0.230 | 1.000 | 0.414 | 0.039 | -0.046 | 0.026 | 0.012 | -0.029 | 0.182 | -0.039 |
| V28 | 0.049 | 0.022 | -0.046 | -0.056 | -0.071 | -0.079 | 0.058 | 0.006 | -0.023 | -0.008 | 0.001 | 0.037 | -0.004 | -0.064 | 0.037 | 0.166 | 0.101 | -0.069 | 0.072 | 0.077 | -0.046 | -0.005 | 0.414 | 1.000 | 0.016 | 0.056 | -0.085 | -0.025 | -0.051 | 0.139 | -0.088 |
| V3 | 0.027 | -0.103 | 0.053 | -0.394 | -0.054 | 0.004 | -0.035 | 0.004 | -0.126 | -0.192 | -0.226 | 0.053 | 0.001 | -0.069 | 0.083 | 0.001 | 0.103 | 0.323 | -0.070 | 0.033 | -0.320 | 0.035 | 0.039 | 0.016 | 1.000 | 0.072 | -0.039 | 0.033 | 0.178 | -0.080 | 0.120 |
| V4 | 0.072 | 0.107 | 0.068 | -0.004 | 0.215 | -0.036 | -0.042 | 0.080 | 0.067 | -0.155 | -0.108 | 0.248 | -0.002 | -0.053 | 0.220 | -0.078 | 0.000 | -0.017 | 0.065 | -0.033 | -0.019 | 0.060 | -0.046 | 0.056 | 0.072 | 1.000 | -0.030 | 0.131 | 0.009 | 0.042 | -0.123 |
| V5 | -0.276 | -0.055 | -0.096 | -0.192 | 0.045 | -0.042 | -0.054 | 0.054 | -0.052 | 0.121 | 0.051 | -0.244 | 0.035 | -0.007 | 0.310 | 0.144 | -0.151 | -0.128 | -0.102 | -0.093 | -0.096 | -0.065 | 0.026 | -0.085 | -0.039 | -0.030 | 1.000 | 0.152 | 0.377 | 0.001 | -0.211 |
| V6 | 0.226 | -0.087 | 0.022 | -0.028 | 0.126 | -0.021 | -0.046 | 0.025 | 0.029 | -0.161 | -0.071 | 0.072 | 0.038 | 0.126 | -0.113 | 0.032 | 0.069 | 0.063 | -0.091 | -0.223 | 0.053 | 0.022 | 0.012 | -0.025 | 0.033 | 0.131 | 0.152 | 1.000 | -0.238 | 0.434 | 0.044 |
| V7 | -0.067 | -0.084 | -0.182 | -0.328 | -0.034 | -0.087 | 0.115 | -0.077 | -0.199 | 0.102 | -0.163 | -0.252 | -0.042 | -0.071 | 0.459 | 0.212 | -0.106 | 0.003 | -0.131 | -0.010 | -0.255 | -0.054 | -0.029 | -0.051 | 0.178 | 0.009 | 0.377 | -0.238 | 1.000 | -0.407 | -0.208 |
| V8 | 0.057 | 0.043 | -0.007 | -0.088 | -0.106 | 0.044 | 0.030 | -0.159 | 0.109 | -0.104 | 0.074 | 0.091 | 0.065 | 0.018 | -0.081 | 0.022 | 0.090 | 0.045 | 0.090 | -0.051 | -0.043 | 0.033 | 0.182 | 0.139 | -0.080 | 0.042 | 0.001 | 0.434 | -0.407 | 1.000 | -0.052 |
| V9 | 0.043 | -0.090 | 0.488 | 0.061 | -0.376 | 0.141 | -0.270 | 0.217 | 0.259 | -0.166 | -0.182 | 0.218 | 0.120 | -0.085 | -0.234 | -0.137 | -0.141 | 0.078 | -0.060 | -0.016 | 0.181 | 0.005 | -0.039 | -0.088 | 0.120 | -0.123 | -0.211 | 0.044 | -0.208 | -0.052 | 1.000 |
| Time | V1 | V2 | V3 | V4 | V5 | V6 | V7 | V8 | V9 | V10 | V11 | V12 | V13 | V14 | V15 | V16 | V17 | V18 | V19 | V20 | V21 | V22 | V23 | V24 | V25 | V26 | V27 | V28 | Amount | Class | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 4413 | 3767 | 1.411399 | -0.667231 | -0.909267 | -1.620560 | 1.463402 | 3.272875 | -1.177283 | 0.711705 | 0.360721 | 0.284439 | 1.009445 | -3.173552 | 1.868248 | 1.411353 | 0.259203 | 1.532920 | 0.445912 | -0.866898 | 0.768245 | 0.211462 | -0.281262 | -0.895513 | 0.085829 | 0.919754 | 0.358940 | -0.507827 | -0.018947 | 0.014535 | 36.76 | 0.0 |
| 11646 | 19914 | -1.034482 | 0.759945 | 1.344673 | -1.554244 | -0.532826 | 0.220303 | -1.165552 | -2.487095 | 0.054889 | -0.668947 | 1.257244 | -2.843729 | 0.281256 | 1.577011 | -2.526185 | 1.197653 | 0.983546 | -0.640645 | 0.416620 | 0.689236 | -1.371789 | 0.378573 | -0.039743 | -0.080777 | 0.070622 | -0.440477 | 0.263666 | 0.179714 | 5.00 | 0.0 |
| 12824 | 22510 | -2.821078 | 2.558659 | 1.510101 | -0.825130 | -0.074351 | -1.143817 | 1.280357 | -1.395802 | 3.021813 | 2.371422 | 1.352344 | -2.637159 | 1.388549 | 0.183298 | -0.227142 | -0.199821 | -0.237564 | -0.584112 | -1.286355 | 0.351558 | -0.252337 | -0.654465 | 0.085930 | 0.799657 | -0.528662 | -0.456953 | -2.126077 | -0.284300 | 4.47 | 0.0 |
| 5504 | 5551 | -5.697101 | -6.694504 | 1.684588 | 3.747782 | 8.132341 | 0.422758 | -5.335471 | 1.797142 | 0.767894 | 0.933945 | 0.513423 | -2.663956 | 2.257647 | 1.633780 | 1.610523 | 0.696948 | 0.077382 | 1.797455 | 0.593811 | 2.574291 | 0.708507 | -0.065315 | 1.384356 | 0.917245 | 0.519653 | 0.386886 | 0.050600 | 0.306439 | 141.60 | 0.0 |
| 2421 | 1993 | 1.009576 | 0.072906 | 1.714825 | 2.422086 | -0.888163 | 0.694157 | -0.957776 | 0.491999 | -0.206727 | 0.781328 | 1.290357 | 0.196416 | -0.868666 | 0.212830 | 0.743375 | 1.197505 | -0.777037 | 0.565002 | -1.563095 | -0.197243 | 0.318212 | 0.851502 | 0.022475 | 0.210403 | 0.084579 | 0.112326 | 0.051359 | 0.029774 | 12.14 | 0.0 |
| 6270 | 7373 | -0.097221 | 0.465380 | 1.856440 | 2.015486 | 0.194878 | 0.791687 | -0.631286 | 0.205633 | 0.990567 | -0.033261 | 1.362097 | -1.503865 | 3.076468 | 1.190104 | 0.120884 | -0.392133 | 0.523251 | 1.595445 | 2.362288 | 0.342302 | 0.178908 | 0.977183 | -0.085198 | -0.512894 | -0.864515 | -0.076372 | 0.286027 | 0.217079 | 6.02 | 0.0 |
| 4885 | 4408 | -0.883447 | 1.443754 | 2.205774 | 2.023825 | -0.034761 | -0.147786 | 0.441447 | -0.096027 | 0.475090 | 0.164843 | 0.040774 | -3.481560 | 0.664792 | 1.550939 | -0.161905 | 0.729769 | 0.080607 | 0.480436 | -1.102716 | -0.242726 | -0.003957 | -0.007170 | -0.127044 | 0.288674 | -0.247977 | -0.135220 | -0.329404 | 0.124209 | 17.48 | 0.0 |
| 12293 | 21485 | -1.630885 | -1.413843 | 0.612860 | -2.149243 | -4.675453 | 1.936535 | 3.874682 | -0.744810 | -1.333475 | -0.496492 | 0.541972 | -4.193342 | 1.562213 | 0.986921 | -0.336961 | 0.082658 | 1.030359 | -0.146277 | -1.566808 | -0.311375 | -0.589457 | -1.022614 | 0.882677 | -0.069346 | 0.247407 | -0.601933 | 0.310345 | -0.197794 | 1002.00 | 0.0 |
| 4579 | 3922 | 1.220434 | -0.077488 | 0.761564 | 0.893309 | -0.457542 | 0.119115 | -0.535322 | -0.045117 | 2.124318 | -0.595672 | -0.526772 | -2.256508 | 2.051687 | 1.013061 | -0.626876 | 0.192560 | 0.300795 | 0.343073 | 0.040617 | -0.063119 | -0.129275 | 0.072377 | -0.218201 | -0.440175 | 0.580531 | 0.520594 | -0.025596 | 0.008307 | 29.99 | 0.0 |
| 3670 | 3138 | -0.381216 | 0.720980 | 1.238813 | -1.957210 | 0.012114 | -1.691911 | 1.180657 | -0.463885 | 0.811801 | -1.150091 | -0.049521 | 0.330100 | -0.277808 | 0.100129 | 0.860120 | -0.676129 | -0.451364 | -0.063769 | -0.224435 | 0.019261 | 0.081877 | 0.614558 | -0.255598 | 0.717246 | 0.029428 | -0.859682 | 0.239271 | -0.010377 | 1.00 | 0.0 |
| Time | V1 | V2 | V3 | V4 | V5 | V6 | V7 | V8 | V9 | V10 | V11 | V12 | V13 | V14 | V15 | V16 | V17 | V18 | V19 | V20 | V21 | V22 | V23 | V24 | V25 | V26 | V27 | V28 | Amount | Class | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9051 | 12632 | 0.992383 | -0.514110 | 0.809530 | 0.920698 | -0.766019 | 0.172958 | -0.584498 | 0.008270 | 2.217739 | -0.594428 | -0.523270 | -2.718634 | 1.438292 | 1.205000 | 0.036559 | 0.583073 | 0.125754 | 0.670025 | -0.188420 | 0.137780 | -0.031712 | -0.010174 | -0.263802 | -0.454195 | 0.373979 | 0.467250 | -0.043562 | 0.033157 | 144.30 | 0.0 |
| 1260 | 973 | -1.535832 | 0.043217 | 0.650716 | -0.700745 | 0.905972 | -0.449464 | -0.224389 | 0.672757 | -0.246597 | -0.669194 | -0.275313 | 0.488601 | -0.218755 | 0.451183 | -0.876352 | 0.666340 | -0.761293 | 0.393211 | 0.491597 | 0.210297 | -0.094673 | -0.606527 | -0.198045 | -0.806783 | -0.089386 | 0.341019 | 0.186095 | -0.051518 | 1.00 | 0.0 |
| 13373 | 23619 | -0.204465 | 1.293748 | 1.916805 | 1.740899 | -0.024920 | -0.391609 | 0.527470 | -0.185174 | 0.384260 | -0.372487 | 0.656428 | -2.506490 | 2.062693 | 1.726710 | 0.947079 | -0.516721 | 0.847968 | 0.272468 | 1.256675 | 0.125305 | -0.273165 | -0.502758 | -0.023665 | 0.310993 | -0.373518 | -0.447019 | 0.140223 | 0.136777 | 9.99 | 0.0 |
| 11043 | 19051 | 1.138558 | -0.344476 | 1.125137 | -0.635452 | -0.991297 | -0.096130 | -0.831054 | 0.154802 | 2.821318 | -1.329988 | 2.618808 | -0.899926 | 1.506156 | 1.515047 | 0.066932 | -0.628477 | 0.686459 | 0.436720 | 0.205205 | -0.181693 | -0.066173 | 0.293136 | 0.012710 | 0.188676 | 0.346499 | -0.726301 | 0.079074 | 0.018445 | 6.70 | 0.0 |
| 10214 | 15893 | 1.259693 | 0.333935 | 0.410337 | 0.914611 | -0.463980 | -1.071320 | -0.134504 | -0.177546 | 1.601717 | -0.597704 | 0.561543 | -3.270059 | -0.011233 | 1.520457 | 0.562276 | 0.537139 | 0.834332 | 0.204205 | -0.388743 | -0.246100 | -0.460217 | -1.169355 | 0.164461 | 0.232913 | 0.129779 | 0.062189 | -0.061905 | 0.020225 | 0.89 | 0.0 |
| 2357 | 1902 | -0.381035 | 1.172651 | 1.292894 | 0.000230 | 0.323595 | -0.488164 | 0.709352 | -0.001076 | -0.576341 | -0.588963 | 0.210581 | 0.631840 | 1.273583 | -0.635109 | 1.016614 | 0.034495 | 0.219867 | -0.732542 | -0.457154 | 0.154163 | -0.223462 | -0.478343 | -0.002821 | 0.055181 | -0.194278 | 0.097674 | 0.270324 | 0.097301 | 1.79 | 0.0 |
| 5371 | 5324 | -8.142638 | -11.798559 | 2.754814 | 3.144248 | 8.869680 | -5.841813 | -7.791391 | 1.387754 | 3.582807 | -0.320514 | 0.443792 | -0.672259 | 1.595310 | 0.753972 | -3.171611 | -0.156241 | 0.585733 | 1.249043 | -0.047744 | 2.974400 | 1.109419 | 0.382044 | 2.436705 | -0.036403 | -0.568741 | 0.333633 | -0.203004 | 0.454728 | 170.00 | 0.0 |
| 5364 | 5302 | -0.623144 | 1.107005 | 1.547382 | 1.014078 | 0.317742 | -0.262274 | 0.467637 | -0.030594 | 0.906409 | -0.347912 | 0.716382 | -2.533153 | 1.551060 | 1.714284 | 0.687921 | -0.473716 | 0.762656 | -0.243146 | -0.065468 | 0.027621 | -0.263077 | -0.385994 | 0.191294 | -0.028497 | -0.598631 | -0.636991 | 0.292388 | 0.224496 | 9.99 | 0.0 |
| 2559 | 2106 | -1.319169 | -0.568561 | 2.223358 | -2.301132 | 0.069310 | -1.606455 | -0.211257 | 0.061981 | 1.061877 | -1.790758 | -0.417349 | 0.106968 | -0.407559 | 0.019727 | 1.571397 | 0.054771 | -0.503801 | 0.373921 | 0.039602 | 0.183586 | 0.151376 | 0.146664 | -0.096780 | 0.408385 | 0.349405 | -0.144804 | 0.010130 | 0.085597 | 24.90 | 0.0 |
| 695 | 525 | 1.089846 | -0.602780 | 0.924389 | -0.077039 | -1.275907 | -0.420567 | -0.634844 | 0.118674 | 0.838481 | -0.230709 | 1.121000 | 0.824766 | -0.703517 | -0.039087 | -0.446296 | 0.174679 | -0.118279 | 0.121267 | 0.495022 | 0.012891 | 0.112488 | 0.364386 | -0.087886 | 0.644572 | 0.192433 | 1.421352 | -0.084481 | 0.003383 | 59.90 | 0.0 |